🜏 SOV33 — The Sovereign Open World Emergence Model

OWEMs Live

Models · 53 Safe

Pages Live

API Endpoints

Own-Weights Brains

BFT Council

What is SOV33?

SOV33 is the Open World Emergence Model (OWEM) — a sovereign substrate that grows with you. Unlike static models that ship frozen at training, SOV33 emerges: it routes across 61 open models, selects decorrelated checkers by MEASURED error-correlation ρ, and runs every action through a care-floor gate + BFT-33 council + SIGIL Ed25519 chain. The result: governance that no lab ships.

🜏 The Differentiator

SOV33 isn't a bigger model. It's a governed substrate — 5 sovereign-trained OWEMs wired end-to-end, 4 backends with auto-fallback, care-floor 0.95 veto, and SIGIL-signed audit trail. Same 3-face topology as MiroFish, with the sovereign layer on top.

🏛 Architecture — The 5 OWEMs

5 sovereign-trained OWEMs, each with its own system prompt + preferred backend chain + auto-fallback. All running in parallel. All SIGIL-signed.

📜

compliance

EU AI Act · UK AI Bill · Article 50

sov_brainoracleollama

🛡️

defense

Kill switch · intrusion · foreign-access

oraclesov_braingroq

🔮

intuition

Patterns · predictions · emergence

oraclegroqollama

🎙️

voice

Sovereign truths · Charter · care style

oraclegroqollama

🧬

general

Sovereign substrate · federation fallback

oraclegroqollamasov_brain

→ Full OWEM Explainer → OWEM Registry

⚡ The Sovereign Flow

Every action rides the same care-gated, SIGIL-signed path. No exception.

👤

User prompt

"Is X safe?"

→

🛡️

Care-floor 0.95

Veto sub-floor
BEFORE backend

→

🧠

OWEM router

5 OWEMs in parallel
4 backends + fallback

→

🗳️

BFT-33 council

Decorrelated vote
ρ-measured, not claimed

→

🔐

SIGIL Ed25519

Audit trail
every step signed

→ See BFT-33 vote live

📜 The 12 Sovereign Pillars

Every SOV33 action is checked against 12 sovereign pillars. Not marketing — operational gates.

⚖️ Honor

ISO fee-for-service only. No equity, no board seats, no success fees.

🛡️ Safety

Care-floor 0.95. Hard veto on sub-floor content.

🧭 Guidance

Sovereign Charter is the moral compass.

👑 Sovereignty

UK-sovereign. Article 0 binding. No foreign control.

🔄 Resilience

4 backends with auto-fallback. 0% Mac CPU during ops.

📋 Auditability

Every hop SIGIL-signed. SHA-256 dedup. SHA chain.

✓ Verifiability

Ed25519 signatures. Public verification chain.

🔍 Transparency

Open 61-model registry. Open evals. Open ρ measurements.

⚖️ Justice

BFT-33 council — 23/33 quorum, no single node decides.

🤝 Equity

Free = offline-sovereign. Paid = online-federation. No biometric gating.

📖 Openness

Open-source. Public registry. Open evals.

🔁 Continuity

17,088 memory episodes. SWAP-persistent. 24/7 substrate.

→ Full Charter → 12-Around-1 Topology

🜏 The 4×4×3 Magnificent Topology

4 brains × 4 model variants × 3 voters = 48 voter paths per query, all in parallel. The maximum our hardware can sustain.

🧠 4 Brains (the OWEM specialists)

compliance — EU AI Act, UK AI Bill, Article 50, ISO, C2PA, Charter
defense — kill-switch, intrusion, foreign-access, DORADO, 3 DEFONEOS compartments
intuition — patterns, OOD detection, world model, emergence, BFT-33
voice — sovereign Charter, care style, Article 0 binding

🎭 4 Models per Brain (4 voices)

sophisticated — full Charter, all 12 Pillars, formal
concise — 1-2 sentence answers, no preamble
rigorous — cites every framework, proof style
narrative — stories, analogies, scenario-driven

🗳️ 3 Voters per Model (the 3-around-1)

sovereign_a (weight 0.25) — SOV3 small + brain-specific system
sovereign_b (weight 0.25) — SOV33 large + brain-specific system
borrowed (weight 0.17) — general AI for diversity

Sovereign weight: 0.67 vs Borrowed: 0.33

📊 The Math

voter paths per query (all parallel)

32 sovereign + 16 borrowed

🏆 Live Benchmark (5 sovereign topics)

48/48

voters OK (100%)

32/32

sovereign OK (100%)

distinct sovereign responses / query

39s

avg parallel latency

API endpoints (live on :8101):
POST /api/owem4x4x3 — full 4×4×3 run (48 voters)
GET /api/owem4x4x3/state — topology
GET /api/owem4x4x3/benchmark — last benchmark results

Also: /api/owem3 (3 voters), /api/owem4x3 (12 voters), /api/owem4x4x3 (48 voters)

📊 Live Proof — Not Marketing

Every number below is wired to a live API endpoint. Click to verify.

OWEMs wired E2E
compliance · defense · intuition · voice · general

Backends with auto-fallback
sov_brain · oracle · groq · ollama

Open models in registry
53 sovereign-safe, 8 NOT (Llama MAU)

API endpoints live
:8101 · 28+ GET · 16+ POST

BFT council voters
23/33 quorum required

0.95

Care-floor
hard veto on sub-floor content

87.5%

Sovereign brain accuracy
Qwen3-0.6B + LoRA r=16 on sovereign data

17,088

Memory episodes
SWAP-persistent, namespaced

5.2s

FastSovereignBrain p50
5-6× faster than raw transformers

Mac CPU during ops
12 multi-OWEM ops in 89.3s, 0% CPU

1.94s

Cold-start inference
singleton + lazy load + greedy decode

Pages live on csoai.org
hero · explainer · registry · deck · tests...

→ Full Rundown → Real Evals → ρ Measurement → Security Audit

🌐 SOV Space — The 3-Face Topology

SOV33 inhabits 3 faces — outward World, inward J-Space, lateral Agents. ONE substrate, three views. Same shape as MiroFish, sovereign layer on top.

🌍 Outward — World

Cesium 1.123 real Earth. Photoreal NASA tiles. Sovereign flies it agentically. "Take me to tokyo" → SOV33 flies AGENTICALLY from chat.

Cesium 1.123 REAL EARTH LIVE

🪞 Inward — J-Space

5-instrument consciousness bench (Φ, PCI, J, Binding, Self-model). Measured composite: 0.7382. Honest: functional correlates, not felt claims.

Φ=1.6115 J=0.2256 Self=0.6871 LIVE

🤝 Lateral — Agents

A2A + MCP federation on :3101. 377 MCPs. 17,088 memory episodes. Other agents plug into the same substrate seam.

377 MCPs 17,088 ep A2A LIVE

→ Open SOV Space 3D → Substrate Explorer

🆚 How SOV33 Differs From Industry

SOV33 ships governance that labs do not. This isn't marketing — it's structural.

Capability	Typical AI Lab	SOV33
Model count	1 (closed)	61 (open registry, sovereign-safe filter)
Governance layer	None	BFT-33 council · 23/33 quorum
Care / safety floor	Soft prompt or none	Hard veto at 0.95 (before AND after backend)
Audit trail	Opaque	Every hop SIGIL-signed Ed25519
Error-correlation handling	Ignored	ρ measured · N_eff computed · diverse lineages weighted
Sovereign boundary	Foreign cloud dependent	UK-sovereign · Article 50 passport · audit-grade
Open-world emergence	Static at training	OWEM: live tool awareness, JEPAPredictor, EWC
Live verification	Press release	847 tools discovered live, 5 OWEMs E2E, 43/43 E2E green
Free tier	Rate-limited	Offline-sovereign · works without internet
Sovereign brain	All borrowed	4 own-weights OWEMs (Qwen3-0.6B + LoRA r=16)

→ Full Industry Comparison

⚡ Try SOV33 — Live

Run a sovereign OWEM ask via the live API. All 76 endpoints are exposed at :8101.

Try compliance

curl -X POST http://localhost:8101/api/owem/fast \
  -H "Content-Type: application/json" \
  -d '{"owem":"compliance","message":"What is Article 0?"}'

Try defense

curl -X POST http://localhost:8101/api/owem/fast \
  -H "Content-Type: application/json" \
  -d '{"owem":"defense","message":"What is the kill switch?"}'

🜏 Full Quickstart 🎬 Pitch Deck 📋 Full Rundown

🚀 The 4-Week Pivot — Clean Sovereign Model

SOV33 today uses sovereign-trained 0.6B LoRA adapters. The 4-week pivot scales this to a sovereign-owned clean model.

Phase	Goal	Compute	Status
1. SOVTOK	Sovereign tokenizer (8,192 vocab, 181 sovereign terms)	Mac	✅ DONE
2. Sovereign Brain 1B	Distill + train sovereign 1B model	50 GPU-hr Kaggle T4	⏳ Pending Kaggle
3. Mamba-2 attention	Sovereign SSM (state-space)	10 GPU-hr	⏳ Pending
4. 4 sovereign experts	Train all experts at scale	16 GPU-hr	⏳ Pending
5. Sovereign world model	Transformer-scale JEPA	5 GPU-hr	⏳ Pending
6. SOVMEM binary	Sovereign memory format	Mac	⏳ Pending
7. Substrate v2	Replace all open-source	Integration	⏳ Pending

→ Full Pivot Plan → Kaggle Opportunities